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Social Phenomena

From Data Analysis to Models

Bruno Gonçalves, Nicola Perra (Herausgeber)

Buch | Hardcover

XII, 260 Seiten

2015 | 1st ed. 2015
Springer International Publishing (Verlag)
978-3-319-14010-0 (ISBN)

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This book focuses on the new possibilities and approaches to social modeling currently being made possible by an unprecedented variety of datasets generated by our interactions with modern technologies. This area has witnessed a veritable explosion of activity over the last few years, yielding many interesting and useful results. Our aim is to provide an overview of the state of the art in this area of research, merging an extremely heterogeneous array of datasets and models. Social Phenomena: From Data Analysis to Models is divided into two parts. Part I deals with modeling social behavior under normal conditions: How we live, travel, collaborate and interact with each other in our daily lives. Part II deals with societal behavior under exceptional conditions: Protests, armed insurgencies, terrorist attacks, and reactions to infectious diseases. This book offers an overview of one of the most fertile emerging fields bringing together practitioners from scientific communities asdiverse as social sciences, physics and computer science. We hope to not only provide an unifying framework to understand and characterize social phenomena, but also to help foster the dialogue between researchers working on similar problems from different fields and perspectives.

Introduction.- Part I - Social Behavior under normal conditions.- Human mobility.- Face-to-face interactions.- Collaboration networks.- Online interactions.- Human behavior in financial markets.- Social Contagion.- Modeling and predicting human infectious diseases.- Part II - Social Behavior under stress.- Behavioral changes and adaptation induced by epidemics.- Uncovering criminal behavior with computational tools.- Crowd behavior.- Modeling terroristic escalations and warfare.- Discussion and Conclusion.

"As a collection of state-of-the-art summaries and several interesting applications, it could easily form the foundation of multidisciplinary conversations on the future of big data and modeling and simulation to advance understanding of social phenomena. Social Phenomena would serve as a solid starting point for those researchers interested in delving into the increasingly large, available datasets to enhance their models." (Erika Frydenlund, JASSS The Journal of Artificial Societies and Social Simulation, Vol. 19 (2), March, 2016)

"This book is essentially a reference book on data analysis and models. It does a superb job in this domain." (M. M. Tanik, Computing Reviews, January, 2016)

Erscheint lt. Verlag	26.8.2015
Reihe/Serie	Computational Social Sciences
Zusatzinfo	XII, 260 p. 71 illus., 67 illus. in color.
Verlagsort	Cham
Sprache	englisch
Maße	155 x 235 mm
Themenwelt	Mathematik / Informatik ► Informatik ► Theorie / Studium
	Naturwissenschaften ► Physik / Astronomie ► Theoretische Physik
	Sozialwissenschaften ► Soziologie ► Empirische Sozialforschung
Schlagworte	Computational Tools for Criminal Behavior • Data-driven Science, Modeling and Theory Building • Data-driven Social Sciences • Human Behavior in Financial Markets • Human Dynamics • Modeling And Understanding of Social Events • Modeling And Understanding of Social Events • Modeling Infectious Diseases • Modeling Social Contagion • Modeling Terroristic Escalations • Online Social Networks • Proxy Data for Social and Behavioral Analysis • Social Contagion and Information Diffusion • social network analysis • Tools for Criminal Behavior
ISBN-10	3-319-14010-8 / 3319140108
ISBN-13	978-3-319-14010-0 / 9783319140100
Zustand	Neuware